About Me
Mokhles Bouzaien is a Master of Science in Engineering student at IMT Atlantique, specialized in Data Science. He is interested in new technologies. He likes playing around with data to plot and visualize it using Python. On special occasions, he uses open source tools such as TensorFlow for ML projects.
Interests
- Artificial Intelligence/ML
- Programming
- Data Visualization
Education
Exchange Student in Computer Science, 2020 - 2021
ETH Zürich
Data Science and Engineering Track, 2019 - 2020
EURECOM
Master of Science in Engineering, 2018 - 2021
IMT Atlantique
Recent Posts
Classification of EEG Data
In this challenge, we will treat electroencephalogram data and try to predict if a fixation is used for control or if it is a spontaneous one.
Plankton Recognition
In this challenge, we are going to predict the final price of each house. We are given 2 data sets: train and test. Each data set contain many features that we will explore, try to find eventual correlations beween them and select the most useful ones to predict the house price. Finally, we will test and compare a few models trained on this data in order to select the model with the best performance.
House Pricing Prediction
In this challenge, we are going to predict the final price of each house. We are given 2 data sets: train and test. Each data set contain many features that we will explore, try to find eventual correlations beween them and select the most useful ones to predict the house price. Finally, we will test and compare a few models trained on this data in order to select the model with the best performance.
Projects
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Road Signs Classification with Machine Learning
A car company’s commercial project would be a combination of detection and classification of road signs inside the car software. This project is highly recommended for autonomous cars and even to automate some car functions such as alerting drivers on a limit speed or other road signs.
Acoustic treatment based on integrated Helmholtz resonators (French)
an acoustic treatment based on Helmholtz resonator is proposed by embedding a resonant structure in a porous material to improve their low frequency behavior such as transmission loss while keeping an acceptable thickness and weight.
Accomplishments
Online learning certificates and other achievements.
Data Mining with Weka
This course is an introduction to practical data mining using the Weka workbench. It dispels the mystery that surrounds the subject. It explains the principles of popular algorithms and shows how to use them in practical applications.
XML and XML Schema Definition in easy steps
This course is primarily targeted at students needing to understand the syntax and concepts behind XML and XML Schemas. This course is also for anyone who want to learn how to use XML Schemas to define the structure of XML languages and how to validate XML documents against XML schemas.
Automate the Boring Stuff with Python Programming
A practical programming course for office workers, academics, and administrators who want to improve their productivity.
See certificateIntroduction to Data Science in Python
The course will introduce data manipulation and cleaning techniques using the popular python pandas data science library, along with tutorials on how to use functions such as groupby, merge, and pivot tables effectively. By the end of this course, students will be able to take tabular data, clean it, manipulate it, and run basic inferential statistical analyses.
See certificateASSOCIATE - Mechanical Design
The CSWA certification is proof of SOLIDWORKS® expertise with cutting-edge skills that businesses seek out and reward.
See certificateFinalist of French Competition For Mathematical And Logical Games
I was ranked 19/39 during the finals of the French Competition For Mathematical And Logical Games in Aug. 2015 in Paris.
Experience
Big Data Engineer Trainee
Dassault Systèmes
Developing a pipeline for processing, stroring and enriching data of mechanical and electronic components on a very large scale. Identify similar characteristics of different components in order to facilitate navigation, suggestion or comparison of content.
Artificial Intelligence Trainee
EURECOM
Using the “ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks” code made available by the authors for the task of video summarization, which is a binary classification task requiring to label video segments as salient or not salient.
French Summer School Counselor
IMT Atlantique
Managing the daily activities of 57 students with 14 different nationalities during their one-month French intensive course camp at IMT Atlantique in Brest. That includes organizing cultural activities and trips, sports activities and occasional thematic parties.
Software Developing Trainee
Imeon Energy
Responsibilities include:
- Software Development: Realization of specific modules to monitor solar panels usage.
- Web Development: Designing, implementing and managing a graphical interface (HTML5, JQuery, SQLite).